AndreaBozzo/ceres-open-data-index huggingface dataset:
Climate data rescue 4: Bulletin Pluviométrique de l'Indochine (BPI)

[Lien vers la fiche source] ### Content of the BPI The Bulletin pluviométrique is an annual publication, first directed by Georges Le Cadet from 1911 to 1924 and by Étienne Bruzon from 1925 to 1931. Over these 20 years of consecutive publication, this bulletin provided comprehensive records of daily and monthly data for the pluviometric station network from 1906 to 1929 (24 years). With the call for monitoring precipitation parameters for agricultural purposes, the network gradually grew in size according to the Bulletin pluviométrique (increasing from 66 stations in 1906 to 316 stations in 1929). However, this did not translate to an equivalent increase in data density; within the publication, there are certain monthly gaps, especially in the early years. In the first publication, the author notably remarked on errors related to mismeasurement due to unit conversion and/or human error. G. Le Cadet also focused significantly on monitoring tropical cyclones and depressions in Indochina. Initially, the effort was made only to list the main position and formation date of these phenomena. Starting in 1913, in collaboration with other central observatories, particularly Zi-Ka-Wei, trajectory maps began to be estimated, along with detailed descriptions of their characteristics during the typhoon season. No further information has been found to explain the cessation of this publication; however, similar records for precipitation can be found in the BEI or BMO for the following period. These last journals only offer monthly data for rainfalls, resulting in a continued lack of daily format data. ### Content of the dataset The present dataset contains all the data from the Bulletin pluviométrique that we recover in Météo France center of Trappes, this specimen is a complete collection of BMO. ### Meteorological data coverage 1906-1929
Climate data rescue 5 : Annuaire statistique de l'Indochine (ASI)

[Lien vers la fiche source] ### Contents of the ASI The Annuaire statistique de l'Indochine is a general yearbook that does not focus solely on meteorological and climatic data. It was published between 1927 and 1948. As it's a continuation of Henri Brenier's Atlas statistique de l'Indochine, published in 1914, the last year of which was 1912, the ASI tried to fill the gap by publishing statistics from 1913 onwards and sometimes by starting earlier, as in the case of meteorology. The Yearbook is generally organized into 15 chapters as follows: 1. Climatology 2. Territory and people 3. Education 4. Health 5. Justice and prisons 6. Agriculture, livestock and forestry 7. Industry 8. Means of transport and communication 9. Money, banking 10. Trade 11. Property and income 12. Consumption 13. Military and administrative personnel 14. Public finance 15. Territory of Kouang Tchéou Wan ### Contents of the dataset This dataset compiles all the pages of chapter 1 devoted to climatology of the 12 volumes of the yearbook. These data proceed from observations done in the stations in the Indochina Meteorological Service network, analysed and corrected by the Central Office of the Central Observatory at Phu Lien near Haiphong. ### Meteorological data coverage 1906 to 1948
Climate data rescue 6: Annales du Service météorologique de l'Indochine (ASMI)

[Lien vers la fiche source] ### Contents of the ASMI The Annales du Service Météorologique de l'Indochine is the third main journal of the French Indochinese Meteorological Service after the Bulletin Mensuel des Observations and the Bulletin Pluviométrique. The complete collection constitutes a set of 13 volumes published from 1930 to 1942 that is fully available in the National archives of Vietnam, Centre n°1, Hanoi and also in Météo France Trappes centre. The first year of edition (1930) published the data of 1928, and the last year of edition (1942) the ones of 1940. The first volume of 1930 also published the monthly averages of the period 1906-1928. The data of this period have of very high interest, since they are the most reliable data we have for this early period. Hence climate historians can consider this period 1906-1928 in the ASMI as a period of reference with reliable observations to observe the climate change in this part of the world in one century. The Annals are divided into 4 main parts: 1. Climatology (that consists, each year, in a description of the network stations, and an overview of the year's weather in each country of the French Indochinese Union) 2. Meteorological data from the Phu Liên central Observatory 3. Meteorological data from the network stations 4. Rainfall data The first part describes the station networks and equipment, giving a general description of the year's weather in the various countries of the Indochinese Union, reviewing the main data (temperature, rainfall, typhoons), and describing the influence of meteorological and climatic factors on indigenous agriculture and European agriculture in each country of the Union. The text contains numerous tables of important data, including the approximate geographical coordinates of all the weather, climate and rainfall stations in the network. The text also contains numerous maps of the network of different types of stations, as well as hypsometric maps. The second part, although entitled ‘daily observations', actually gives the monthly averages of these daily data. The second part contains the following tables (the semicolon separations indicate the columns of data, the rows being the 12 months of the year) ### Contents of the dataset The present dataset contains the full 4 parts of the 13 volumes. Each year is divided into 4 files (pdf) corresponding to each part, so as to make it easier for users to access the part of interest to them. ### Meteorological data coverage 1928-1940
Documentation des tables analytiques de la cohorte 2019-2023 du projet PRINCESSE (Côte d'Ivoire)

[Lien vers la fiche source] En Côte d'Ivoire, la prévalence du VIH chez les TS est d'environ 5% soit 2,5 fois plus qu'en population générale. Bien que le préservatif soit généralement bien utilisé, il existe des exceptions (non utilisation avec un partenaire régulier, un client violent ou contre une forte somme d'argent). Aussi, les TS ont des besoins en santé sexuelle et reproductive (SSR) autres que le VIH, tels que la prévention et la prise en charge des IST et de l'hépatite B, ou encore la gestion de la contraception pour éviter les grossesses non désirées. Dans ce contexte, la prophylaxie préexposition (PrEP) peut être un outil privilégié de prévention. Mais, il est essentiel d'évaluer dans quelles conditions offrir la PrEP. L'objectif général de l'étude était de développer, documenter et analyser une offre de soins communautaire combinant dépistage, prévention combinée dont PrEP, traitement immédiat du VIH, prise en charge de l'hépatite B et santé sexuelle et reproductive (SSR). Cette offre de santé était disponible à la fois dans des cliniques mobiles organisées pour un suivi trimestriel (10 sites d'interventions, chaque site étant visité toutes les deux semaines) et dans la clinique fixe de l'ONG communautaire Aprosam. Ce jeu de données présente les métadonnées quantitatives de la cohorte ANRS 12381 PRINCESSE et fournit, plus précisément, (1) le protocole complet de l'étude incluant les notices d'information et les formulaires de consentement, (2) la liste des questionnaires et des fiches cliniques de l'étude ; et (3) la liste et le dictionnaire des variables des tables de données analytiques du projet. La cohorte ANRS 12381 PRINCESSE est une cohorte interventionnelle mono-bras, mise en oeuvre de novembre 2019 à juin 2023 dans la région de San Pedro et ses alentours en Côte d'Ivoire, auprès d'un public de femmes travailleuses du sexe (TS), et incluant une d'une offre de soins globale en santé sexuelle et reproductive, combinant une offre de prophylaxie préexposition du VIH (PrEP) orale (pour les TS VIH-) et une prise en charge précoce des femmes VIH+, la prise en compte de l'infection par le VHB (dépistage, vaccination et traitement), le dépistage et le traitement des IST et de leurs conséquences, une offre de contraception, un dépistage trimestriel des grossesses, un conseil en gestion des menstrues et le repérage des situations de dépendance. Le protocole détaillé est disponible sur : [https://hal.science/ANRS_12381_PRINCESSE/hal-04127364]. Une version courte en anglais a été publié et est disponible à [https://hal.science/ANRS_12381_PRINCESSE/hal-03467822]. L'ensemble des publications liées au projet sont accessibles à [https://hal.science/ANRS_12381_PRINCESSE].
C-band radar data and in situ measurements for the monitoring of wheat crops in a semi-arid area (center of Morocco)

[Lien vers la fiche source] This radar remote sensing database is composed of processed [Sentinel-1] products in addition to field measurements of soil and vegetation (wheat). The data are collected during three years (2016-2019) on three irrigated wheat fields in the center of Morocco. The GRDH and SLC Sentinel-1 products are processed using [SNAP] platform to extract the backscattering coefficient and the interferometric coherence. NDVI (normalized difference vegetation index) is computed from [Sentinel-2] products, available on [Theia ] website. The soil measurements consist of surface roughness and surface and root zone soil moisture. Vegetation variables include canopy height, leaf area index, canopy cover fraction, vegetation water content and above-ground fresh and dry biomass. Meteorological data collected during the period 2016-2019 are also provided in addition to the dates and amounts of irrigation applied.
Dataset for Evaluating location strategies in Padiweb

[Lien vers la fiche source] This dataset has been built in the framework of the optimization of the MUlti-Source surveillance Tool for the detection of Avian Influenza outbreaks in mammalian species (MUST-AI). The MUST-AI tool collects health events reported from 3 sources: two official sources, WAHIS from the World Animal Health Organization and mails from Program for Monitoring Emerging Diseases (ProMED); and one unofficial source, PADI-web, which collects online media articles. PADI-web uses 5 various strategies to locate health events mentioned in the text articles. The aim of our study was to assess the various strategies. The dataset consists 7 case studies (outbreak events from official sources WAHIS or the scientific literature) associated to 222 validated media articles collected by PADI-web through the 5 strategies. The matching criteria to associate a case study to a PADI-web article are based on the country of the outbreak and the time period. . The five evaluated strategies are:. (A) SpaCy locations in Outbreak articles: extraction with SpaCy of locations in articles classified as an epidemiological outbreak. . (B) SpaCy locations in Outbreak articles and Current event sentences: extraction with SpaCy of locations in articles classified as an epidemiological outbreak and in a sentence that has been classified as relating to a current event.. (C) SpaCy locations in beginning of Outbreak articles: extraction with SpaCy of locations found in the first 300 characters of the text of an article classified as an epidemiological outbreak. . (D) PADI-web-specific locations: extraction of locations by the location extraction model trained on PADI-web data.. (E) SpaCy locations in beginning of articles: extraction with SpaCy of locations found in the first 300 characters of the text of an article.. . Each case study is associated with an identification number. For each case study, the set of Padiweb articles is given with a unique identification number. The dataset contains the values as follows: . - Source: source of the case study, as WAHIS or published article in the scientific literature. - Id_gold_standard: case study identification number as the outbreak id reported in WAHIS or ranked literature case study number. - Id_article: identification number of media articles as generated in PADI-web - URL: url to the source article. - Strategy X: binary value that stipulates whether the article has been returned by the strategy X.
Shallow lakes in West Africa: height-area relationships derived from remote sensing (2018-2023)

[Lien vers la fiche source] In West Africa, lakes and reservoirs play a vital role as they are critical resources for drinking water, livestock, irrigation and fisheries. Given the scarcity of in situ data, satellite remote sensing is an important tool for monitoring lake volume changes in this region. Several methods have been developed to do this using water height and area relationships, but few publications have compared their performance over small and medium-sized lakes. In this work we compare four methods based on recent data from the Pleiades, Sentinel-2 and -3, ICESat-2 and GEDI missions over 16 lakes in the Central Sahel (Niger, Mali and Burkina Faso), ranging in area from 0.22 km² to 21 km². This dataset contains the remote sensing-derived height-area-volume relationships of the 16 lakes studied. It also includes the in-situ data-based height-area-volume relationships of the Arzuma reservoir and the Agoufou and Bangou Kirey lakes. For direct comparison, the height values of the provided relationships are all referenced to the DSM Pleiades method.
Wind erosion, meteorological and wind profile monitoring in a groundnut field in Bambey, Senegal, 2020-2021 (ENCAS project)

[Lien vers la fiche source] In order to measure horizontal flux of aeolian sediment and the main dynamic parameters (wind erosion threshold, aerodynamic roughness length), a set of instruments was set up in February 2020 in the framework of the ENCAS research project. In a groundnut field of about 100 m x 100 m, we installed 5 anemometers (2 dimensional (2D) sonic anemometers WindSonicTM Gill Instruments Ltd) at 0.25m, 0.66m, 1m, 1.5m, and 1.9m agl, a rain gauge (ARG100 Tipping Bucket rain gauge Campbell® Scientific company), and a Saltiphone, that detects the impacts of saltating grains. All these measurements were performed with 5-minute time resolution. Missing data were rare (less than 1%) over the whole year 2020 for these ENCAS dataset (wind speed and Saltiphone). Simultaneously, horizontal sediment flux was monitored using five masts of 5 sand traps each (Modified Wilson and Cooke – MWAC) set up downwind the main wind directions of the study plot, i.e. at its southwestern corner. The sand-traps were set up at heights of 0.05m, 0.1m, 0.2m, 0.4m, 0.8m agl. They were regularly collected (approximately every 2 weeks) and their content was weighed with 1 mg precision. The groundnut field was made bare and tilled during February 2020; wind speed (sand traps) measurements started on February 22nd (24th). Then, groundnut was cropped during the rainy season (short-cycle cultivar, sown on July 8th and 20th because of labor availability, and harvested on October 26th).
Data for: Long-term tillage, residue management and crop rotation impacts on N2O and CH4 emissions on two contrasting soils in sub-humid Zimbabwe

[Lien vers la fiche source] These are the raw data of the paper "Long-term tillage, residue management and crop rotation impacts on N2O and CH4 emissions on two contrasting soils in sub-humid Zimbabwe” authored by Armwell Shumba, Regis Chikowo, Marc Corbeels, Johan Six, Christian Thierfelder, Rémi Cardinael
Data from: Productivity and biological N2-fixation in cereal-cowpea intercropping systems in sub-Saharan Africa. A review

[Lien vers la fiche source] This dataset comprises data from a systematic review done after a comprehensive literature search using Scopus, Web of Science and Google Scholar for peer-reviewed publications up to early 2020 that reported on cereal-cowpea intercropping systems that were reported in sub-Saharan Africa, excluding South Africa. More specifically, maize-cowpea, sorghum-cowpea and millet-cowpea intercropping systems are considered here. Data from 60 unique publications that assessed the effect of cereal-cowpea intercropping systems on crop productivity and biological N2-fixation are presented here. 55 papers focused on cereal-cowpea productivity only whilst 4 papers reported both productivity and N2-fixation. One article reported on N2-fixation of cereal-cowpea intercrops without productivity.
Weather Stations of Africa : names and coordinates (database SIEREM)

[Lien vers la fiche source] This dataset contains Weather Station Name, Country Name, Latitude, Longitude, Years of activity : start and end of observations of Africa issued from SIEREM database, for about 7793 meteorological stations covering all regions of Africa between 1837 and 2019. SIEREM (Environmental Information system on Water Resources and their Modelling) [ http://www.hydrosciences.fr/sierem] is developed by [ HydroSciences Montpellier research unit.] The team studies, on a regional scale, hydrological variability on the African continent and the Mediterranean borders. The team is interested not in the climatic origins of this variability but in the impacts it is supposed to have on the water resources. The regional scale on one hand and, on the other hand, the taking into account of the various structuring elements of the milieu (soil, vegetation etc.) force to be based on a set of environmental knowledge covering the studied zone. It is the reason why SIEREM was carried out. The dataset will first give us a measure of the extent to which African states at the time covered their country territory, trivially to set up weather stations. Secondly, we noticed that the names of some stations, paired with their coordinates, could be useful to projects as historical colonial state presence in Africa, for geocoding several historical maps and sources, to find information accurate for settlements/schools, villages, concessions and name of weather stations explicitly refer to. The information generally needed for a meteorological station relates to its geographical position and the date of start observation. A hydrometeorological network is a set of stations distributed in the space to which we measure, for an indefinite period or not, a certain number of parameters concerning one or more hydrological or meteorological phenomena. The network of rain gauges (weather station) is generally well distributed over the sub-basins and overall catchment area.
Data for "Mulch application as the overarching factor explaining increase in soil organic carbon stocks under conservation agriculture in two 8-year-old experiments in Zimbabwe"

[Lien vers la fiche source] These are the raw data of the paper "Mulch application as the overarching factor explaining increase in soil organic carbon stocks under conservation agriculture in two 8-year-old experiments in Zimbabwe” authored by Armwell Shumba, Regis Chikowo, Christian Thierfelder, Marc Corbeels, Johan Six, Rémi Cardinael
Agent-based model SIT++ source code : Exploring the success of SIT with entomovectoring (boosted SIT) depending on insect pest and biocide characteristics.

[Lien vers la fiche source] A generic model built in Netlogo to explore the features of insect pests and biocides that encourage the success of boosted SIT. The model represents individuals of a same insect species, characterized by variables such as sex (male/female), developmental stage (immature/mature), age, health status. More specific characteristics are attributed depending of their sex. The biocide used for the boosted SIT is defined by transmission routes and induced mortality. The effects of conventional SIT and boosted SIT are compared on the same population to see if the additional aspect of entomovectoring is more effective in the management of the insect species. See the ODD protocol in the associated publication for more details on variables and simulation design.
Water discharge and water level output from the MAGE 1D hydrodynamic model for the Saigon and Dongnai rivers, Vietnam, 2016-2022

[Lien vers la fiche source] This dataset is the result of a publication that explores calibration strategies and operational implications of 1D hydrodynamic modeling using the Mage code in the Saigon-Dongnai system in Vietnam. Three calibration approaches for the Mage model are evaluated, and coupling with the Modified Manning-Strickler (MMS) equation is explored for discharge estimation enhancement. Calibration efforts reveal distinct trends in friction coefficients along the river, with the introduction of indirectly measured discharge data significantly improving model performance, particularly for the Saigon River branch. This model output has been validated against independent measurements and demonstrates promising results, with the MMS coupling providing improved discharge estimates in the Saigon branch. The long time-series of water level and discharge (January 2016 to December 2022) provided in this dataset have practical implications for water resource management and decision-making in estuarine systems and is provided here in open-access for operational use.
Anthropogenic Biomes

[Lien vers la fiche source] ### (Anthropogenic Biomes) Date: sept-2019 Dataset in Tiff format. The dataset is being checked. A final version will be posted soon. For any information, please contact the author. ### ### DESCRIPTION This archive contains the Anthromes based on original data from Ellis et al. (2010) for year 12000. ### DATA FILE Global data layer in geographic projection at 5 arc minute resolution (0.083333333 degrees per cell).This resolution produces a 1672 x 4320 global grid. > anthro class : RasterLayer dimensions : 1672, 4320, 7223040 (nrow, ncol, ncell) resolution : 0.08333333, 0.08333333 (x, y) extent : -180, 180, -55.75, 83.58333 (xmin, xmax, ymin, ymax) coord. ref. : NA data source : C:/IPPCC_SR_maps/anthronew‧tif names : anthronew values : 1, 7 (min, max) ### DATA VALUES ─────┬─────────────────────────── value│level ─────┼─────────────────────────── 1 │Rangelands ─────┼─────────────────────────── 2 │Dense settlements ─────┼─────────────────────────── 3 │Croplands ─────┼─────────────────────────── 4 │Semi-natural forests ─────┼─────────────────────────── 5 │Villages ─────┼─────────────────────────── 6 │Wild forests & sparse trees ─────┼─────────────────────────── 7 │Barren land ─────┴─────────────────────────── Data disclaimer: Preliminary dataset intended for internal use only within CIRCASA project.